A Generalised Data-Driven Shoreline Model Trained on the South-East Australian Coastline
Kit Calcrafta, Joshua A. Simmonsb, Lucy A. Marshallc, Kristen D. Splintera
a Water Research Laboratory, School of Civil and Environmental Engineering, UNSW Sydney, 110 King Street, Manly Vale, NSW, 2093, Australia
b Association for Josh
c Faculty of Engineering, The University of Sydney, Sydney, NSW, Australia
Description:
This interactive tool presents the outputs of a generalised shoreline forecasting model developed using satellite-derived shorelines and wave data across the New South Wales coastline. The model, trained on over 7,000 transects, demonstrates the potential of machine learning to provide scalable, long-term coastal change predictions without site-specific calibration.
DOI: XXXX